Lightweight and interpretable neural modeling of an audio distortion effect using hyperconditioned differentiable biquads

Shahan Nercessian, Andy Sarroff, Kurt James Werner

In this work, we propose using differentiable cascaded biquads to model an audio distortion effect. We extend trainable infinite impulse response (IIR) filters to the hyperconditio…